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Heterogeneous computing platform based on artificial intelligence

A technology of artificial intelligence and computing platform, applied in the direction of computing, computer, digital computer components, etc., can solve problems such as shortage and difficulty in adapting commercial chips to demand, and achieve the effect of strong fault tolerance and fault isolation ability

Inactive Publication Date: 2021-09-17
中科晶锐(苏州)科技有限公司
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  • Summary
  • Abstract
  • Description
  • Claims
  • Application Information

AI Technical Summary

Problems solved by technology

[0002] At present, a single commercial chip is difficult to meet the demand
It is not enough to support the application of artificial intelligence quickly, efficiently, and with low power consumption. A heterogeneous computing system is needed to support the needs of heterogeneous computing.

Method used

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  • Heterogeneous computing platform based on artificial intelligence
  • Heterogeneous computing platform based on artificial intelligence
  • Heterogeneous computing platform based on artificial intelligence

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Embodiment Construction

[0023] The characteristics and exemplary embodiments of various aspects of the present invention will be described in detail below. In order to make the purpose, technical solutions and advantages of the present invention clearer, the present invention will be further described in detail below in conjunction with the accompanying drawings and embodiments. It should be understood that the specific embodiments described here are only configured to explain the present invention, not to limit the present invention. It will be apparent to one skilled in the art that the present invention may be practiced without some of these specific details. The following description of the embodiments is only to provide a better understanding of the present invention by showing examples of the present invention.

[0024] It should be noted that in this article, relational terms such as first and second are only used to distinguish one entity or operation from another entity or operation, and do ...

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Abstract

The invention discloses a heterogeneous computing platform based on artificial intelligence, which comprises a bottom heterogeneous hardware platform, a system software layer and an application software layer, the system software layer runs on the bottom heterogeneous hardware platform, and the application software layer develops and applies on the system software layer. According to the invention, heterogeneous calculation is realized based on artificial intelligence, a dual-redundancy exchange switch type interconnection system architecture design is adopted, and a system architecture supporting dynamic expansion and parallel processing comprises a hardware system architecture, a software platform design and an internal bus design. By adding a redundant link and a fault detection circuit, when a single calculation module or a data link fails, topology reconstruction can be performed on a parallel system by reconfiguring a node forwarding table of a switching module, so that the system has relatively high fault tolerance and fault isolation capability.

Description

technical field [0001] The invention belongs to the application field of chip technology. It relates to a heterogeneous computing system supporting the application of artificial intelligence, and in particular to an artificial intelligence-based heterogeneous computing platform and computing method for reasoning operations based on artificial intelligence. Background technique [0002] At present, a single commercial chip is difficult to meet the demand. It is not enough to support the application of artificial intelligence quickly, efficiently, and with low power consumption. A heterogeneous computing system is needed to support the needs of heterogeneous computing. Traditional applications, applications in certain special scenarios not only have problems such as large amount of data and difficult to process quickly, but also have greater requirements for security and reliability. . Contents of the invention [0003] In order to overcome the defects of the prior art, t...

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Application Information

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IPC IPC(8): G06F15/78G06F9/38G06F9/48G06F9/50
CPCG06F15/7871G06F9/3889G06F9/4881G06F9/505G06F9/5083
Inventor 刘德生龙真真王斌
Owner 中科晶锐(苏州)科技有限公司
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